A collection of AWESOME things about domain adaptation
paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning
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Dec 8, 2025
adversarial-learning - 技术专题
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Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
deep-learning semi-supervised-learning self-training transfer-learning image-translation adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation dann out-of-distribution-generalization
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May 10, 2024 - Python
Must-read Papers on Textual Adversarial Attack and Defense
nlp natural-language-processing adversarial-learning adversarial-attacks paper-list adversarial-defense
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Jun 4, 2025 - Python
A Toolbox for Adversarial Robustness Research
security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations
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Sep 14, 2023 - Jupyter Notebook
( TPAMI2022 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
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Mar 13, 2021 - Python
Next RecSys Library
deep-learning social-network tensorflow collaborative-filtering neural-networks autoencoder convolutional-neural-networks sequential recommender-systems gcn adversarial-learning variational-autoencoder
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Mar 24, 2023 - Python
[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm
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Oct 7, 2019 - C++
Training neural models with structured signals.
tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
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Jul 21, 2026 - Python
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
computer-vision deep-learning pytorch generative-adversarial-network semantic-segmentation adversarial-learning domain-adaptation
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Aug 14, 2020 - Python
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
unsupervised-learning anomaly-detection adversarial-learning multi-head-attention transformer-models
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Jul 25, 2024 - Python
Domain-Adversarial Neural Network in Tensorflow
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Dec 5, 2021 - Jupyter Notebook
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
computer-vision deep-learning pytorch semi-supervised-learning semantic-segmentation adversarial-learning
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Apr 21, 2021 - Python
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
computer-vision deep-learning computer-graphics pytorch generative-adversarial-network image-manipulation image-generation gans image-translation dayton adversarial-learning image-to-image-translation semantic-maps cross-view cvpr-2019 cvpr2019 cvpr19 cvusa-dataset
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Feb 18, 2023 - Python
Implementation of Papers on Adversarial Examples
deep-learning pytorch adversarial-networks generative-adversarial-networks adversarial-learning adversarial-examples fgsm adversarial-attacks adversarial-images perturbations adversarial-perturbations semantic-adversarial-examples
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Apr 24, 2023 - Python
Awesome Domain Adaptation Python Toolbox
python machine-learning deep-learning tensorflow scikit-learn feature-selection transfer-learning adversarial-networks zero-shot-learning adversarial-learning domain-adaptation importance-sampling generalization few-shot-learning regularization-parameters dann
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Dec 2, 2025 - Python
An Unsupervised Learning Framework for Moving Object Detection From Videos
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Feb 3, 2024 - Python
A curated list of dedicated resources and applications
natural-language-processing database reinforcement-learning computer-vision tensorflow keras recurrent-neural-networks generative-adversarial-network mnist autoencoder segmentation tensorflow-tutorials convolutional-neural-networks tflearn tensorlayer lstm-neural-networks adversarial-learning cifar-10 tf-slim horovod
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Jan 15, 2020
A Paper List for Open-Domain Dialogue Generation, and related datasets.
dataset neural-conversation-models seq2seq-model dialogue-systems adversarial-learning dialogue-generation
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May 24, 2020
[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer
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Mar 11, 2020 - Python
SegAN: Semantic Segmentation with Adversarial Learning
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Apr 12, 2018 - Python